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GPT-5 Mini vs UI-TARS 7B

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-5 Mini and UI-TARS 7B.

OpenAI

GPT-5 Mini

GPT-5 Mini is a compact version of GPT-5, designed to handle lighter-weight reasoning tasks. It provides the same instruction-following and safety-tuning benefits as GPT-5, but with reduced latency and cost....

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ByteDance

UI-TARS 7B

UI-TARS-1.5 is a multimodal vision-language agent optimized for GUI-based environments, including desktop interfaces, web browsers, mobile systems, and games. Built by ByteDance, it builds upon the UI-TARS framework with reinforcement...

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Technical Specifications

SpecificationGPT-5 MiniUI-TARS 7B
ProviderOpenAIByteDance
Context Window400,000 tokens128,000 tokens
Agent Suitability85/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-072025-07-22

API Pricing Comparison

Input Price per Million Tokens

GPT-5 Mini

$0.25

UI-TARS 7B

$0.10

Output Price per Million Tokens

GPT-5 Mini

$2.00

UI-TARS 7B

$0.20

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8650.0%vs7350.0%
GPT-5 Mini
UI-TARS 7B
HumanEvalPython coding & logic synthesis
8800.0%vs8020.0%
GPT-5 Mini
UI-TARS 7B
MATHComplex mathematical problem solving
8250.0%vs4050.0%
GPT-5 Mini
UI-TARS 7B
GPQAGraduate-level expert reasoning
6800.0%vs3000.0%
GPT-5 Mini
UI-TARS 7B
HellaSwagCommonsense reasoning and inference
9550.0%vs7800.0%
GPT-5 Mini
UI-TARS 7B
MT-BenchMulti-turn conversation flow quality
900.0%vs805.0%
GPT-5 Mini
UI-TARS 7B

GPT-5 Mini Quirks & Gotchas

  • โ–ธExcellent for high-frequency classification and routing tasks
  • โ–ธTool calling reliability drops on complex multi-step chains โ€” use GPT-5 for agentic workflows

UI-TARS 7B Quirks & Gotchas

No developer gotchas reported.